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3142
Comparative Analysis of Machine Learning Algorithms With Advanced Feature Extraction for ECG Signal Classification
Published 2024-01-01“…The work discusses the importance of automated classification techniques that make it possible to analyze vast amounts of ECG data effectively and objectively. This research presents an investigation into the classification of ECG signals using various Machine Learning (ML) methods. …”
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3143
Enhanced Brain Tumor Segmentation Using CBAM-Integrated Deep Learning and Area Quantification
Published 2025-01-01“…Consequently, automated approaches are anticipated to accurately delineate tumor boundaries and quantify tumor burden, addressing these challenges efficiently. The presented work integrates a convolutional block attention module (CBAM) into a deep learning architecture to enhance the accuracy of MRI-based brain tumor segmentation. …”
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3144
Dense Segmentation Techniques Using Deep Learning for Urban Scene Parsing: A Review
Published 2025-01-01“…This paper examines various deep learning methodologies to enhance dense segmentation in urban scene parsing. …”
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3145
AGE AND GENDER CLASSIFICATION FROM IRIS IMAGES OF THE EYE USING MACHINE LEARNING TECHNIQUES
Published 2023-12-01“…The human face stands out as a preferable choice for biometric human authentication, the iris is a secure biometric that contains features with a low forgery rate and is unique to individuals. This paper presents a model for age and gender classification from iris images captured from male and female genders between the ages of 5 and 60 years. …”
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3146
The Application of the Approach of “Cognitive Structure” in the Teaching Methods of the Holy Quran in Respect to Meaningful Learning
Published 2021-11-01“…The present research with paying attention to the importance and impact of the stability of the cognitive structure in the area of the teaching fields has been organized. …”
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3147
Pothole Detection Using Deep Learning: A Real-Time and AI-on-the-Edge Perspective
Published 2022-01-01“…Detailed real-time performance comparison of state-of-the-art deep learning models and object detection frameworks (YOLOv1, YOLOv2, YOLOv3, YOLOv4, Tiny-YOLOv4, YOLOv5, and SSD-mobilenetv2) for pothole detection is presented. …”
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3148
Semi-supervised action recognition using logit aligned consistency and adaptive negative learning
Published 2025-05-01“…Furthermore, we incorporate the Adaptive Negative Learning (ANL) method to introduce additional negative pseudo-labels, which dynamically evaluate the Top-k performance of the model to adaptively assign negative labels, thus making better use of ambiguous prediction examples. …”
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3149
Effectiveness of machine learning methods in detecting grooming: a systematic meta-analytic review
Published 2025-03-01“…Abstract This study presents a systematic review (SR) and meta-analysis (MA) on the use of machine learning (ML) methods for detecting online grooming, a form of manipulation and child sexual abuse. …”
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3150
Peer Learning Has Double Effects in Clinical Research Education: A Qualitative Study
Published 2024-01-01“…Background. Peer learning has been recognized for its effectiveness in health professional education. …”
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3151
A comparative study of deep learning approaches for real-time solar irradiance forecasting
Published 2025-01-01“…A comparative assessment of several deep learning models is presented in this study for real-time GHI forecasting, specifically Long Short-Term Memory (LSTM), Gated Recurrent Units (GRU), and a hybrid LSTM-GRU architecture. …”
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3152
Enhancing Invoice Processing Automation Through the Integration of DevOps Methodologies and Machine Learning
Published 2025-01-01“…Traditional methods of invoice management, which are heavily reliant on manual labor, not only incur significant costs but also contribute to inefficiencies, delays, and resource wastage. This article presents an integrated framework that combines DevOps methodologies and machine learning (ML) to transform invoice processing into a scalable and sustainable operation. …”
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3153
Web application using machine learning to predict cardiovascular disease and hypertension in mine workers
Published 2024-12-01“…Abstract This study presents a web application for predicting cardiovascular disease (CVD) and hypertension (HTN) among mine workers using machine learning (ML) techniques. …”
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3154
Predicting Mobile Payment Behavior Through Explainable Machine Learning and Application Usage Analysis
Published 2025-05-01“…To address the complexity of the data, we use a combination of machine-learning models, including extreme gradient boosting, light gradient boosting machine, and CatBoost, along with Shapley additive explanations (SHAP) to improve interpretability. …”
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3155
Advancing sustainable investing: A deep learning model for multi-source stock prediction
Published 2024-09-01“…Stock price fluctuations, influenced by many factors, including company fundamentals, market sentiment, capital flows, industry news, and macroeconomic policies, present a highly dynamic and complex challenge for predictive modeling. …”
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3156
MACHINE LEARNING BASED STRATEGY FOR MITM ATTACK MITIGATION UTILIZING HYBRID FEATURE SELECTION
Published 2025-03-01“…This study integrates machine learning classification, dimensionality reduction, and hybrid feature selection to present a novel approach for MITM threat identification. …”
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3157
Research Trends in Project-Based Learning in Elementary Schools (2001-2024): Bibliometric Analysis
Published 2024-12-01“… Project-Based Learning (PjBL) is an educational method that engages students in completing projects relevant to real-life contexts, fostering critical thinking and problem-solving skills. …”
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3158
Data-driven evaluation of background radiation safety using machine learning and statistical analysis
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3159
Machine Learning Model Optimization for Antarctic Blowing Snow Height and Optical Depth Diagnosis
Published 2025-06-01“…Previous research developed an optimized machine learning (ML) model to diagnose blowing snow occurrence using meteorological fields from the Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2). …”
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3160
A comprehensive deep learning approach to improve enchondroma detection on X-ray images
Published 2025-08-01“…This study aimed to identify and present cases of bone tissue enchondromas to field specialists as preliminary data. …”
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